4 papers
EnclaveScale: Hardware-Assisted Edge-DP for Secure Data Centre Power Telemetry
Hung Dang, Tue Nguyen, Minh Vo
EnclaveScale is a distributed, hardware-assisted telemetry architecture providing post-extraction attestation, enabling operators to collaboratively model high-resolution generativ…
Enforcing Attestable Workflows across Untrusted Networks
Hung Dang, Tue Nguyen
Confidential high-performance computing orchestrates workloads across federated domains, yet existing frameworks rely on high-overhead user-space library operating systems or assum…
CHRONOS: A Hardware-Assisted Phase-Decoupled Framework for Secure Federated Learning in IoT
Hung Dang
Federated learning enables collaborative training on IoT gateways without sharing raw data, yet gradients remain susceptible to inversion attacks. Existing Secure Multiparty Comput…
Enforcing Benign Trajectories: A Behavioral Firewall for Structured-Workflow AI Agents
Hung Dang
Structured-workflow agents driven by large language models execute tool calls against sensitive external environments. We propose \codename, a telemetry-driven behavioral anomaly d…